Check out our newest benchmark: SWE-sweep (<10% solved!)

Hover for details · Click a model to open it · Drag to zoom the x-axis · Shift-drag to pan · The line marks the Pareto frontier (best score per cost)

30 runs
# Model Score Cost Calls
1 Muse Wonder Full 99.2% TBA 239 trace →
2 Muse Wonder (xhigh) 97.5% $25.02 308 trace →
3 Claude Opus 5.5 (xhigh) 96.7% $26.27 284 trace →
4 GPT 6 Astra (max) 96.3% $6.56 39 trace →
5 Claude Fable 5.1 (xhigh) 95.7% $27.29 222 trace →
6 GPT 5.5 (xhigh) 89.7% $9.03 101 trace →
7 GPT-5.6 Sol (xhigh) 89.5% $3.31 37 trace →
8 Claude Opus 4.8 (xhigh) 86.6% $22.84 194 trace →
9 Claude Opus 4.7 86.4% $2.60 95 trace →
10 Muse Spark 1.3 (max) 76.8% $4.59 393 trace →
11 Gemini 3.5 Flash 75.4% $4.75 188 trace →
12 Claude Opus 5 (xhigh) 74.9% $42.42 324 trace →
13 Muse Spark 1.3 (xhigh) 74.9% $1.60 259 trace →
14 Gemini 3.7 Flash 74.1% $1.45 134 trace →
15 Gemini 3 Flash 74.1% $0.34 121 trace →
16 GPT 5.4 73.3% $0.60 18 trace →
17 Claude Sonnet 4.6 72.3% $17.06 441 trace →
18 Claude Opus 4.7 (xhigh) 71.2% $14.92 266 trace →
19 GLM-5.2 70.9% $32.72 276 trace →
20 Gemini 3.6 Flash 70.8% $3.29 152 trace →
21 Muse Spark 1.1 (xhigh) 69.6% $0.90 120 trace →
22 GPT 5.5 (high) 69.4% $1.91 21 trace →
23 Claude Opus 4.6 68.6% $9.52 230 trace →
24 Muse Spark 1.2 (xhigh) 63.2% $2.17 290 trace →
25 GPT 5.5 59.8% $1.27 24 trace →
26 GPT-5.6 Sol 59.1% $1.50 21 trace →
27 Claude Haiku 4.5 46.6% $1.02 146 trace →
28 GPT 5.4 mini 14.4% $0.03 11 trace →
29 GPT 5 mini 8.2% $0.02 12 trace →
30 Gemini 3.1 Pro 0.0% $1.17 98 trace →

Click a row to replay how that model rebuilt this program, or the model name to open its full run